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Cornelius Weber

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Deep Intrinsically Motivated Continuous Actor-Critic for Efficient Robotic Visuomotor Skill Learning

Oct 26, 2018
Muhammad Burhan Hafez, Cornelius Weber, Matthias Kerzel, Stefan Wermter

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Discourse-Wizard: Discovering Deep Discourse Structure in your Conversation with RNNs

Jun 29, 2018
Chandrakant Bothe, Sven Magg, Cornelius Weber, Stefan Wermter

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Conversational Analysis using Utterance-level Attention-based Bidirectional Recurrent Neural Networks

Jun 20, 2018
Chandrakant Bothe, Sven Magg, Cornelius Weber, Stefan Wermter

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A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural Networks

May 16, 2018
Chandrakant Bothe, Cornelius Weber, Sven Magg, Stefan Wermter

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On the Robustness of Speech Emotion Recognition for Human-Robot Interaction with Deep Neural Networks

Apr 06, 2018
Egor Lakomkin, Mohammad Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter

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EmoRL: Continuous Acoustic Emotion Classification using Deep Reinforcement Learning

Apr 03, 2018
Egor Lakomkin, Mohammad Ali Zamani, Cornelius Weber, Sven Magg, Stefan Wermter

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Reusing Neural Speech Representations for Auditory Emotion Recognition

Mar 30, 2018
Egor Lakomkin, Cornelius Weber, Sven Magg, Stefan Wermter

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Automatically augmenting an emotion dataset improves classification using audio

Mar 30, 2018
Egor Lakomkin, Cornelius Weber, Stefan Wermter

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Spectral Ergodicity in Deep Learning Architectures via Surrogate Random Matrices

Jul 11, 2017
Mehmet Süzen, Cornelius Weber, Joan J. Cerdà

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